Zia, Mushal

1. CAML: Commutative algebra machine learning -- a case study on protein-ligand binding affinity prediction
   2025/04/25 by Hongsong Feng, Faisal Suwayyid, Feng, Hongsong +11 · 5 citations
   Computer Science · Biochemistry, Genetics and Molecular Biology · Materials Science · #Computational Drug Discovery Methods #Bioinformatics and Genomic Networks #Machine Learning in Materials Science
2. Persistent Directed Flag Laplacian (PDFL)-Based Machine Learning for Protein-Ligand Binding Affinity Prediction
   2024/11/04 by Mushal Zia, Benjamin Jones, Zia, Mushal +5 · 2 citations
   Biochemistry, Genetics and Molecular Biology · Computer Science · #Biomolecules (q-bio.BM) #Computational Drug Discovery Methods #FOS: Biological sciences #Machine Learning in Bioinformatics #Protein Structure and Dynamics
3. CAKL: Commutative algebra k-mer learning of genomics
   2025/08/13 by Suwayyid, Faisal, Hozumi, Yuta, Feng, Hongsong +3 · 6 citations
   #13P25 #92D20 #Commutative Algebra (math.AC) #FOS: Biological sciences #FOS: Mathematics #Quantitative Methods (q-bio.QM)